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        GUTS 
	
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Learning Experiences for the GUTS component
The learning experiences offered at our Summer Teacher Institute include:
 
  - Introduction to our pedagogy, definition and use of scientific inquiry, online
      tools and website.  Discussion of "what is a model?",  "what do models teach us?", and "how do we evaluate models?"
 
  - Direct instruction in learning characteristics of complex systems accompanied by a variety of examples.
 
  - Immersion in Participatory Simulations and PDA games that demonstrate aspects of complex systems.
 
  - Manipulating computer models of complex systems, learning to run experiments, collect data.
 
  - Learning paradigm of implementing agent based model (interaction diagram).
 
  - Reviewing the mathematics underlying our models and data analysis: functions and
      graphs, linear vs. non-linear, probability and statistics, distributions, random
      numbers, discrete vs. continuous systems, curve fitting and network analysis (power laws, scale-free, etc.)
 
  - Examining the mechanisms underlying our models and computer programs: variables,
      loops, procedures, control structures, Booleans, expressions, as well as parameter
      sweeps, verification and validation of models.
 
  - Walk-through of the three Project GUTS curricular units that we will use next year.
      Within each unit, participants will be introduced to an interdisciplinary topic/phenomenon
      and experience each activity/investigation within the unit: a hands-on activity
      and game, an online applet, and a computational and a mathematical model of the
      phenomenon. Throughout, the mathematics involved will be made explicit and data
      analysis methods will be used to compare the outcome of simulations. In each unit,
      participants will be asked to identify the characteristics of complex systems
      found in the example, construct an interaction diagram of the elements of the
      model, create a word wall and concept maps, and use our online tools, pre-post
      assessment using concept maps, and blogging.
 
  - Learning to design, implement, and run experiments on models of complex systems.
      Throughout the program, in addition to providing learning experiences that will
      extend teachers' understanding of science and math content, we aim to develop 
      teachers' scientific inquiry and math process skills. We integrate activities
      that encourage divergent thinking and creative problem solving, we engage teachers
      in technology-mediated scientific inquiry games, and we have the teachers 
      participate in first-person simulations of complex systems. Other important topics
      we cover include gender equity, strategies for increasing participation of women
      and underrepresented groups in STEM career paths, computer ethics, and ethics in
      technical writing (i.e. defining plagiarism).
 
 
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